Liminal Pitch Deck: All 11 Slides + Teardown

The Challenge of Battery Scaling

Slide 1-2: Title and Branding

The deck opens with a minimalist title slide featuring the tagline 'The future of battery insights is here.' It positions Liminal as a provider of 'Battery Manufacturing Intelligence' aimed at catalyzing the '$T EV Transition.' The branding is clean, utilizing a dark blue gradient that suggests a professional, industrial-tech focus.

Slide 3: The Macro Challenge

Slide 3 establishes the urgency of the problem. It breaks the challenge into three pillars: the need for a >15x buildout in battery production by 2030, the requirement for cells to cost 40% less to achieve deep EV adoption, and the high cost of ignoring reliability. The slide cites a staggering figure: '>$3B in EV recalls due to batteries in 2020-2021.' It specifically lists logos for GM (142K EVs), Hyundai (77K EVs), Ford (26K EVs), and BMW (27K EVs) to ground the problem in real-world manufacturer data. This slide successfully moves the conversation from 'batteries are important' to 'battery defects are a multi-billion dollar liability.'

The Solution: EchoStat Platform

Slide 4-5: Technology and IP

Slide 5 introduces the EchoStat platform, which combines 'proprietary ultrasound & ML technology.' The slide shows two components: the physical Ultrasound Inspection hardware and the Software/Analytics dashboard. By showing a photo of a technician working with the hardware alongside a screenshot of the software interface, Liminal demonstrates that the product is tangible and functional. Crucially, the slide notes that the technology is 'Protected by 15 Patent Families,' which is a vital signal for Series A investors concerned about defensibility against larger incumbents or fast-followers.

Slide 6-7: Quantifying the ROI

Slide 7 is the most important slide in the deck for a financial analyst. It provides a case study of a 'process development team at major EV manufacturer.' It breaks down the value proposition into two quantifiable benefits. First, 'Production process acceleration' shows a 50% shorter process, moving from a 24-hour status quo to 12 hours with EchoStat, valued at $1.64/kWh. Second, 'Early error detection' shows a 95% improvement, moving from 48+ hours to just 2 hours, valued at $1.77/kWh. The slide concludes that these efficiencies total approximately $3.5M per year for a 1 GWh production line. This level of specificity is rare and highly effective; it tells the investor exactly how the customer justifies the purchase price.

Market Traction and Roadmap

Slide 8-9: Path to Mass Production

Slide 9 details the company's commercial roadmap. It categorizes their progress into three phases: Process Dev (Shipping now), Pilot Production (2022-2023), and Mass Production (2024+). The slide explains the logic of this progression: early engagement in process development drives adoption in mass production, and validation of ROI on pilot lines is the key to volume adoption. This shows a sophisticated understanding of the automotive 'design-in' cycle, where you cannot simply jump to mass production without proving the tech in earlier, lower-risk stages.

Slide 10-11: Closing and Contact

The deck concludes with a contact slide for Andrew Hsieh, Co-Founder & CEO. Notably, there is no slide detailing the full management team, their backgrounds, or the specific board of directors. While the CEO is identified, the lack of a broader team slide is a significant omission for a Series A deck, where 'team' is usually a top-three evaluation criteria.

What Works in Liminal's Deck

Specific ROI Calculation: The breakdown of $3.5M in savings per GWh line is excellent. It transforms a technical hardware pitch into a clear business case. Most founders stop at 'we are faster'; Liminal explains exactly how much that speed is worth in dollars per kilowatt-hour.

IP Defensibility: Mentioning 15 patent families early in the deck addresses the 'moat' question immediately. In hardware and materials science, patents are often the primary source of value, and Liminal leads with this strength.

Visualizing the Product: The use of real photos of the hardware and actual screenshots of the software (Slide 5) helps investors visualize the 'EchoStat' platform as a ready-to-ship product rather than a laboratory concept.

What is Missing from Liminal's Deck

The Team Slide: As mentioned, the absence of a dedicated team slide is the most glaring omission. Investors at the Series A stage want to see the pedigree of the engineering and commercial teams, especially in a field as specialized as ultrasound and battery chemistry.

The Financial Ask: The deck does not state how much money is being raised or how it will be spent. While we know from publisher reports that the round was $8M, a standard pitch deck should include a slide detailing the use of proceeds (e.g., R&D, sales expansion, manufacturing scale-up).

Competitive Landscape: There is no mention of existing inspection methods (like X-ray or simple end-of-line voltage testing) or other startups in the battery intelligence space. A 'Competitor Matrix' or 'Why We Win' slide would have helped define their unique positioning against the status quo.

Lessons for Founders

Quantify the 'Cost of Inaction': Liminal doesn't just say battery recalls are bad; they cite the $3B price tag and name the companies that paid it. When pitching a solution to a problem, always try to put a price tag on the problem itself.

Map the Customer Journey: Slide 9 is a great example of how to show a realistic path to market in a slow-moving industry like automotive. By acknowledging that they must start in 'Process Dev' before reaching 'Mass Production,' they build credibility with investors who understand industrial sales cycles.

Focus on Unit Economics of the Customer: By calculating the value in $/kWh, Liminal speaks the language of their customers. Founders should always look for the standard metric of their industry (e.g., CAC/LTV in SaaS, $/kWh in energy) and frame their benefits within that framework.